## Warning in rgl.init(initValue, onlyNULL): RGL: unable to open X11 display
## Warning: 'rgl.init' failed, running with 'rgl.useNULL = TRUE'.

Forecast Hour Evaluation for JFK

JFK - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -0.534 1.487 1.303
2 WRF D-1 -1.717 1.997 1.760
3 WRF D-2 -2.551 2.836 2.551
JFK - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -1.653 1.923 1.660
2 WRF D-1 -1.620 1.901 1.642
3 WRF D-2 -1.619 1.943 1.638
JFK - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 20.497 15.897
2 WRF D-1 19.459 14.388
3 WRF D-2 27.610 21.790

Forecast Hour Evaluation for LGA

LGA - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -1.431 1.811 1.619
2 WRF D-1 -2.883 3.011 2.883
3 WRF D-2 -3.880 3.962 3.880
LGA - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -1.739 2.290 1.921
2 WRF D-1 -1.629 2.248 1.881
3 WRF D-2 -1.707 2.285 1.951
LGA - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 33.782 21.088
2 WRF D-1 35.689 23.176
3 WRF D-2 40.719 29.479

Forecast Hour Evaluation for NYC

NYC - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -1.087 1.485 1.323
2 WRF D-1 -2.450 2.584 2.450
3 WRF D-2 -3.307 3.395 3.307
NYC - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -1.184 1.653 1.407
2 WRF D-1 -1.136 1.625 1.383
3 WRF D-2 -1.176 1.637 1.409
NYC - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 50.171 36.519
2 WRF D-1 50.392 34.681
3 WRF D-2 54.680 41.499

Time-Series

Temperature (K)

## Warning: Removed 288 rows containing missing values (geom_point).
## Warning: Removed 288 rows containing missing values (geom_path).

Wind Speed (m/s)

Wind Direction (degN)